Title 1: Aerial Supervision of Drones and Other Flying Objects Using Convolutional Neural Networks
Target: ICAIIC 2022 Conference (Accepted)
Title 2: Enhanced Deep Learning Scheme Based On PANet for Real-Time Detection of Tomato Diseases.
Target: IEEE Intelligent Systems (Under Review)
Title 3: Hierarchical Intrusion Detection System for Secured Military Drone Network: A Perspicacious
Approach
Target: MILCOM 2022 (Accepted)
Title 4: VisioNET Dataset: An Aerial Dataset for Scenario-Based Multi-Drone Detection and Identification
Research (Anti-drone project)
Target: IEEE Transactions on Aerospace and Electronic Systems
Title 5: Scalable Out-of-Core Learning Model for Intrusion Detection System on the Internet of Drones
Target: KICS Summer 2022 (Accepted)
Title 6: Vision-Based Framework for Aerial Recognition of Drones and Birds in Ground-to-Air Networks
Target: IoT Elsevier (Under Review)
Title 7: Cyber Edge Intelligent Intrusion Detection Framework For UAV Network Based on Random Forest
Algorithm
Target: ICTC 2022 (Accepted)
Title 8: Efficient Intrusion Detection Model for Securing the Communication Links of Internet of Drone
Network (2022 Summer Intensive)
Target: IEEE Internet of Things (Rejected)
Title 9: RF-RSCV: Robust Security Framework Against Intrusions in the Internet of Drone Communication
Networks
Target: Journal of Communications and Networks (Under review)
Title 10: Mobility-Compliant Model in Drone-Based Sniffing Technique for Aerial Surveillance and Security
Target: KICS Fall 2022 (Accepted)
Title 11: Federated Learning-Based Intelligent Intrusion Detection Framework for Edge-Assisted UAV
Network (2023 Winter Intensive (completed)
Target: IEEE Access (Under review).
Title 12: Medical IoT Record Security and Blockchain: Survey of Milieu, Milestones and Momentum ==
Blockchain Medical IoT (BMI) Project (Completed)
Target: Undecided
Title 13: DIGIChain: A Novel Blockchain Framework for Secured Medical Record Fidelity and Authorization
(Tentative) == BMI Project
Target: Undecided
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Article rejected
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Effected committee’s review comments and submitted the article
Thesis Journey
i. Concluded chapter 1 and submitted it to my supervisor for corrections and suggestions
ii. Began Chapter 2
iii. Surveyed more papers on federated learning-based IDS for UAV network security
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Work on review comments received and submit the paper to another journal
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Under review
Awaiting reviewers’ comments
Thesis Journey
i. Conclude with chapter 2 and submit to my supervisor
ii. Gather datasets relating to cyber-attacks in a drone network
iii. Run simulations for both centralized and federated AI models
Development of a Blockchain-based Model for Medical IoT Surgical Robot
i. Engaged in extensive surveys on related works to gather knowledge on target discourse
i. Survey traditional medical record management papers
ii. Surf for blockchain medical IoT record papers with the system models based on patients as sole
controllers of medical records.
iii. Highlight the limitations of both approaches; to serve as the basis of the enhancement of our own
model
i. Complete and submit my winter intensive to the review committee (Achieved)
ii. Become proficient in FL simulations (85%)
iii. Resubmit Title 7 for possible acceptance
iv. Begin and achieve substantial progress in my thesis writing (25%)
v. Conclude the Introductory and Background chapters of my thesis
i. Submission of at least 5 journals (Achieved)
ii. Acquire at least 2 journal publications (in the pipeline)
iii. Submit and get acceptance to all domestic and international conferences approved by professor
iv. Design a hybrid model for optimal drone detection:
Vision technique: (100% completed)
Sniffing technique: (20%) (paused)
v. Submit and defend my thesis
vi. Become an AI expert in both ML and DL techniques (still progressing)